Implementation of fuzzy analytical hierarchy process on notebook selection

 
 
 
  • Abstract
  • Keywords
  • References
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  • Abstract


    Notebooks are technological devices widely adopted to assist in human daily life including learning, business, communication and other tasks. Equipped with the distinctive features, notebook was facilitated more simply for one touch screen basis to enable freely in exploring the users’ creativity. This study attempts to examine the process of selecting notebook brand among the consumers. Using AHP (Analytical Hierarchy Process) to help decision support system in the selection of Notebook from decision support systems designed to enhance all decision-process through identifying problems, selecting relevant data and defining the approaches was used to evaluate the selection of alternatives in the decision-making process. The finding reveals that the visibility of decision making into the ranking of priority with alternative choice of notebook can be viewed as follows Zyrex 16%, HP 15%, Asus 14%, Apple 13%, Samsung and Axioo 11%, Acer and Toshiba with priority 10 %.

     


  • Keywords


    Decision Support System; AHP; Notebook; Fuzzy

  • References


      [1] Y. Saputra, “Decision Support System for Selection Laptop with Analytical Hierarchy Process (AHP),” Skripsi UNDINUS, pp. 1–8, 2015.

      [2] H. Yustriandi and Y. A. Elisabet, “Sistem Pendukung Keputusan Memilih Laptop Untuk Mahasiswa Multimedia Menggunakan Metode Simple Additive Weight (SAW),” KMSI, vol. 5, no. 1, pp. 1–5, 2017.

      [3] G. P. Sanyoto, R. I. Handayani, and E. Widanengsih, “Sistem Pendukung Keputusan Pemilihan Laptop Untuk Kebutuhan Operasional Dengan Metode Ahp (Studi Kasus: Direktorat Pembinaan Kursus Dan Pelatihan Kemdikbud),” J. Pilar Nusa Mandiri, vol. 13, no. 2, pp. 167–174, 201.

      [4] E. Turban, J. E. Aronson, and T.-P. Liang, “Decision Support Systems and Intelligent Systems,” Decis. Support Syst. Intell. Syst., vol. 7, p. 867, 2007.

      [5] M. Muslihudin, A. Latif, S. Ipnuwati, R. Wati, and A. Maseleno, “A Solution to Competency Test Expertise of Engineering Motorcycles using Simple Additive Weighting Approach,” Int. J. Pure Appl. Math., vol. 118, no. 7, pp. 261–267, 2018.

      [6] M. Muslihudin, T. S. Susanti, A. Maseleno, and S. Pringsewu, “The Priority of Rural Road Development using Fuzzy Logic based Simple Additive Weighting,” Int. J. Pure Appl. Math., vol. 118, no. 8, pp. 9–16, 2018.

      [7] Sunarto and R. Asmara, “Sistem Pendukung Keputusan Pemilihan Handphoone Metode Analytical Heriarchy Process (AHP) Berbasis PHP,” Politek. Elektron. Negeri Surabaya, pp. 1–5, 2011.

      [8] S. K. Patil and R. Kant, “A fuzzy AHP-TOPSIS framework for ranking the solutions of Knowledge Management adoption in Supply Chain to overcome its barriers,” Expert Syst. Appl., vol. 41, no. 2, 2014. https://doi.org/10.1016/j.eswa.2013.07.093.

      [9] S. W. Satria Abadi, “The Model of Determining Quality of Management Private Higher Education Using FAHP (Fuzzy Analytic Hierarchy Process) Method,” ICESIA 1, vol. 1, no. 1, pp. 166–172, 2016.

      [10] S. S. Hanung Wibowo, Wawan Lakisto, “Sistem Pendukung Keputusan Pembelian Handphone Dengan Metode Analytical Hierarchy Process,” Tikomsin, vol. 1, no. 1, pp. 1–9, 2013.

      [11] M. Rizqi, A. Akbar, Y. Fitrian, and A. Maseleno, “Dismissal Working Relationship using Analytic Hierarchy Process Method,” Int. J. Pure Appl. Math., vol. 118, no. 7, pp. 177–184, 2018.

      [12] T. Susilowati, E. Y. Anggraeni, W. Andewi, Y. Handayani, and A. Maseleno, “Using Profile Matching Method to Employee Position Movement,” Int. J. Pure Appl. Math., vol. 118, no. 7, pp. 415–423, 2018.

      [13] P. Prianggara, “Sistem pendukung keputusan rekomendasi pemilihan Notebook dengan Metode Weighted Product Berbasis Web,” Skripsi UMS, pp. 1–21, 2017.

      [14] H. Purwanto, “Sistem Penunjang Keputusan Pemilihan Notebook dengan Menggunakan Metode Topsis,” J. Ilmu Pengetah. Dan Teknol. Komput. vol. 2, no. 2, pp. 55–59, 2017.

      [15] C. B. Andrianto, Kusrini, and H. Al Fatta, “Analisis Sistem Pendukung Keputusan Penerima Beasiswa Di Smp Muhammadiyah 2 Kalasan,” J. Teknol. Inf., vol. XII, no. 34, pp. 46–60, 2017.

      [16] J. A. Palma-Mendoza, “Analytical hierarchy process and SCOR model to support supply chain re-design,” Int. J. Inf. Manage., vol. 34, no. 5, pp. 634–638, 2014. https://doi.org/10.1016/j.ijinfomgt.2014.06.002.

      [17] T. L. Saaty, “The Analytic Hierarchy Process,” Education, pp. 1–11, 1980.

      [18] A. Maseleno, M. M. Hasan, M. Muslihudin, and T. Susilowati, “Finding Kicking Range of Sepak Takraw Game: Fuzzy Logic and Dempster-Shafer Theory Approach,” Indones. J. Electr. Eng. Comput. Sci., vol. 2, no. 1, p. 187, 2016. https://doi.org/10.11591/ijeecs.v2.i1.pp187-193.

      [19] A. Maseleno, N. Tuah, and C. R. Tabbu, “Fuzzy Logic and Dempster-Shafer Theory to Predict the Risk of Highly Pathogenic Avian Influenza H5n1 Spreading Computer Science Program , Universiti Brunei Darussalam , Faculty of Veterinary Medicine , Gadjah Mada University , Indonesia,” World Appl. Sci. J., vol. 34, no. 8, pp. 995–1003, 2016.

      [20] Maseleno, A., Huda, M., Siregar, M., Ahmad, R., Hehsan, A., Haron, Z., Ripin, M.N., Ihwani, S.S., and Jasmi, K.A. (2017). Combining the Previous Measure of Evidence to Educational Entrance Examination. Journal of Artificial Intelligence 10(3), 85-90 https://doi.org/10.3923/jai.2017.85.90.

      [21] Maseleno, A., Pardimin, Huda, M., Ramlan, Hehsan, A., Yusof, Y.M., Haron, Z., Ripin, M.N., nor, N.H.M., and Junaidi, J. (2018a). Mathematical Theory of Evidence to Subject Expertise Diagnostic. ICIC Express Letters, 12 (4), 369 DOI: 10.24507/icicel.12.04.369

      [22] Huda, M., Maseleno, A., Muhamad, N.H.N., Jasmi, K.A., Ahmad, A., Mustari, M.I., Basiron, B. (2018a). Big Data Emerging Technology: Insights into Innovative Environment for Online Learning Resources. International Journal of Emerging Technologies in Learning 13(1), 23-36. https://doi.org/10.3991/ijet.v13i01.6990.

      [23] Huda, M., Teh, K.S.M., Nor, N.H.M., and nor, M.B.M. (2018b). Transmitting Leadership Based Civic Responsibility: Insights from Service Learning. International Journal of Ethics and Systems, 34(1), 20-31. https://doi.org/10.1108/IJOES-05-2017-0079.

      [24] Huda, M. (2018). Empowering Application Strategy in the Technology Adoption: Insights from Professional and Ethical Engagement. Journal of Science and Technology Policy Management. https://doi.org/10.1108/JSTPM-09-2017-0044.

      [25] Anshari, M., Almunawar, M. N., Shahrill, M., Wicaksono, D. K., & Huda, M. (2017). Smartphones usage in the classrooms: Learning aid or interference. Education and Information Technologies, 22(6), 3063-3079. https://doi.org/10.1007/s10639-017-9572-7.

      [26] Huda, M., Shahrill, M., Maseleno, A., Jasmi, K. A., Mustari, I., & and Basiron, B. (2017a). Exploring Adaptive Teaching Competencies in Big Data Era. International Journal of Emerging Technologies in Learning, 12(3), 68-83. https://doi.org/10.3991/ijet.v12i03.6434 0.

      [27] Maseleno, A., Huda, M., Jasmi, K.A., Mustari, M.I., and Basiron, B. (2018). Understanding Learning Analytics to Improve Personalised Learning. International Journal of Engineering and Technology. (In press). https://doi.org/10.14419/ijet.v7i3.9789.

      [28] Huda, M., Maseleno, A., Jasmi, K. A., Mustari, I., & Basiron, B. (2017c). Strengthening Interaction from Direct to Virtual Basis: Insights from Ethical and Professional Empowerment. International Journal of Applied Engineering Research, 12(17), 6901-6909.

      [29] Othman, R., Shahrill, M., Mundia, L., Tan, A., & Huda, M. (2016). Investigating the Relationship between the Student’s Ability and Learning Preferences: Evidence from Year 7 Mathematics Students. The New Educational Review, 44(2), 125-138.

      [30] Huda, M., Haron, Z., Ripin, M. N., Hehsan, A., & Yaacob, A. B. C. (2017l). Exploring Innovative Learning Environment (ILE): Big Data Era. International Journal of Applied Engineering Research, 12(17), 6678-6685.

      [31] Huda, M., Jasmi, K. A., Mustari, M. I., Basiron, B., Mohamed, A. K., Embong, W. & Safar, J. (2017g). Innovative E-Therapy Service in Higher Education: Mobile Application Design. International Journal of Interactive Mobile Technologies, 11(4), 83-94. https://doi.org/10.3991/ijim.v11i4.6734.

      [32] Huda, M., Jasmi, K. A., Hehsan, A., Shahrill, M., Mustari, M. I., Basiron, B., & Gassama, S. K. (2017b). Empowering Children with Adaptive Technology Skills: Careful Engagement in the Digital Information Age. International Electronic Journal of Elementary Education, 9(3), 693-708.

      [33] Adela, H., Jasmi, K.A., Basiron, B., Huda, M., Maseleno, A. (2018). Selection of dancer member using simple additive weighting. International Journal of Engineering & Technology. 7(3). 1096-1107. https://doi.org/10.14419/ijet.v7i3.11983.

      [34] Aminin, S., Huda, M., Ninsiana, W., and Dacholfany, M.I. (2018). Sustaining civic-based moral values: Insights from language learning and literature. International Journal of Civil Engineering and Technology. 9(4), 157-174.

      [35] Amin, M.M., Nugratama, M.A.A., Maseleno, A., Huda, M., Jasmi, K.A., (2018). Design of cigarette disposal blower and automatic freshner using mq-5 sensor based on atmega 8535 microcontroller. International Journal of Engineering & Technology. 7(3). 1108-1113. https://doi.org/10.14419/ijet.v7i3.11917.

      [36] Atmotiyoso, P. and Huda, M. (2018). Investigating Factors Influencing Work Performance on Mathematics Teaching: A Case Study. International Journal of Instruction. 11(3), 391-402 https://doi.org/10.12973/iji.2018.11327a.

      [37] Huda, M., & Teh, K. S. M. (2018). Empowering Professional and Ethical Competence on Reflective Teaching Practice in Digital Era. In Dikilitas, K., Mede, E., Atay D. (Eds). Mentorship Strategies in Teacher Education (pp. 136-152). Hershey, PA: IGI Global. https://doi.org/10.4018/978-1-5225-4050-2.ch007.

      [38] Huda, M., Teh, K.S.M., Nor, N.H.M., and nor, M.B.M. (2018a). Transmitting Leadership Based Civic Responsibility: Insights from Service Learning. International Journal of Ethics and Systems, 34(1), 20-31. https://doi.org/10.1108/IJOES-05-2017-0079.

      [39] Huda. M. & Sabani, N. (2018). Empowering Muslim Children’s Spirituality in Malay Archipelago: Integration between National Philosophical Foundations and Tawakkul (Trust in God). International Journal of Children's Spirituality, 23(1), 81-94. https://doi.org/10.1080/1364436X.2018.1431613.

      [40] Huda, M., Qodriah, S.L., Rismayadi, B., Hananto, A., Kardiyati, E.N., Ruskam, A., and Nasir, B.M. (2018). Towards Cooperative with Competitive Alliance: Insights into Performance Value in Social Entrepreneurship in Creating Business Value and Competitive Advantage with Social Entrepreneurship. (pp.294). Hershey, PA: IGI Global.

      [41] Huda, M., Hehsan, A., Basuki, S., Rismayadi, B., Jasmi, K. A., Basiron, B., & Mustari, M. I. (2019). Empowering Technology Use to Promote Virtual Violence Prevention in Higher Education Context. In Intimacy and Developing Personal Relationships in the Virtual World (pp. 272-291). Hershey, PA: IGI Global. https://doi.org/10.4018/978-1-5225-4047-2.ch015.

      [42] Huda, M., Ulfatmi, Luthfi, M.J., Jasmi, K.A., Basiron, B., Mustari, M.I., Safar, A., Embong, H.W.H., Mohamad, A.M., and Mohamed, A.K. (2019). Adaptive online learning technology: Trends in big data era in Diverse Learning Opportunities Through Technology-Based Curriculum Design. Hershey, PA: IGI Global. (In press).

      [43] Kurniasih, D., Jasmi, K.A., Basiron, B., Huda, M., Maseleno, A. (2018). The uses of fuzzy logic method for finding agriculture and livestock value of potential village. International Journal of Engineering & Technology. 7(3). 1091-1095. https://doi.org/10.14419/ijet.v7i3.11984.

      [44] Maseleno, A., Huda, M., Jasmi, K.A., Basiron, B., Mustari, I., Don, A.G., and Ahmad, R. (2018b). Hau-Kashyap approach for student’s level of expertise. Egyptian Informatics Journal, https://doi.org/10.1016/j.eij.2018.04.001.

      [45] Maseleno, A., Sabani, N., Huda, M., Ahmad, R., Jasmi, K.A., Basiron, B. (2018c). Demystifying Learning Analytics in Personalised Learning. International Journal of Engineering & Technology. 7(3). 1124-1129. https://doi.org/10.14419/ijet.v7i3.9789.

      [46] Moksin, A. I., Shahrill, M., Anshari, M., Huda, M., & Tengah, K. A. (2018b). The Learning of Integration in Calculus Using the Autograph Technology. Advanced Science Letters, 24(1), 550-552. https://doi.org/10.1166/asl.2018.12067.

      [47] Putra, D.A.D., Jasmi, K.A., Basiron, B., Huda, M., Maseleno, A., Shankar, K., Aminudin, N. (2018). Tactical Steps for E-Government Development. International Journal of Pure and Applied Mathematics.119 (15). 2251-2258

      [48] Rosli, M.R.B., Salamon, H.B., and Huda, M. (2018). Distribution Management of Zakat Fund: Recommended Proposal for Asnaf Riqab in Malaysia. International Journal of Civil Engineering and Technology 9(3), pp. 56–64.

      [49] Sugiyarti, E., Jasmi, K.A., Basiron, B., Huda, M., Shankar, K., Maseleno, A. (2018). Decision support system of scholarship grantee selection using data mining. International Journal of Pure and Applied Mathematics.119 (15), 2239-2249.

      [50] Sundari, E., Jasmi, K.A., Basiron, B., Huda, M., and Maseleno, A. (2018). Web-Based Decision Making System for Assessment of Employee Revenue using Weighted Product. International Journal of Engineering and Technology.

      [51] Susilowati, T., Jasmi, K.A., Basiron, B., Huda, M., Shankar, K., Maseleno, A., Julia, A., Sucipto. (2018). Determination of Scholarship Recipients Using Simple Additive Weighting Method. International Journal of Pure and Applied Mathematics.119 (15), 2231-2238.

      [52] Huda, M., Sabani, N., Shahrill, M., Jasmi, K. A., Basiron, B., & Mustari, M. I. (2017a). Empowering Learning Culture as Student Identity Construction in Higher Education. In A. Shahriar, & G. Syed (Eds.), Student Culture and Identity in Higher Education (pp. 160-179). Hershey, PA: IGI Global. https://doi.org/10.4018/978-1-5225-2551-6.ch010.

      [53] Huda, M., Jasmi, K. A., Basiran, B., Mustari, M. I. B., & Sabani, A. N. (2017d). Traditional Wisdom on Sustainable Learning: An Insightful View from Al-Zarnuji's Ta 'lim al-Muta 'allim. SAGE Open, 7(1), 1-8. https://doi.org/10.1177/2158244017697160.

      [54] Huda, M., Jasmi, K. A., Embong, W. H., Safar, J., Mohamad, A. M., Mohamed, A. K., Muhamad, N. H., Alas, Y., & Rahman, S. K. (2017e). Nurturing Compassion-Based Empathy: Innovative Approach in Higher Education. In M. Badea, & M. Suditu (Eds.), Violence Prevention and Safety Promotion in Higher Education Settings (pp. 154-173). Hershey, PA: IGI Global. https://doi.org/10.4018/978-1-5225-2960-6.ch009.

      [55] Huda, M., Jasmi, K. A., Alas, Y., Qodriah, S. L., Dacholfany, M. I., & Jamsari, E. A. (2017f). Empowering Civic Responsibility: Insights from Service Learning. In S. Burton (Ed.), Engaged Scholarship and Civic Responsibility in Higher Education (pp. 144-165). Hershey, PA: IGI Global. https://doi.org/10.4018/978-1-5225-3649-9.ch007.

      [56] Huda, M., Jasmi, K. A., Mustari, M. I., & Basiron, B. (2017h). Understanding Divine Pedagogy in Teacher Education: Insights from Al-zarnuji’s Ta’lim Al-Muta’Allim. The Social Sciences, 12(4), 674-679.

      [57] Huda, M., Jasmi, K. A., Mustari, M. I. B., & Basiron, A. B. (2017i). Understanding of Wara’ (Godliness) as a Feature of Character and Religious Education. The Social Sciences, 12(6), 1106-1111.

      [58] Huda, M., Siregar, M., Ramlan, Rahman, S.K.A., Mat Teh, K.S., Said, H., Jamsari, E.A., Yacub, J., Dacholfany, M.I., & Ninsiana, W. (2017j). From Live Interaction to Virtual Interaction: An Exposure on the Moral Engagement in the Digital Era. Journal of Theoretical and Applied Information Technology, 95(19), 4964-4972.

      [59] Huda, M., Anshari, M., Almunawar, M. N., Shahrill, M., Tan, A., Jaidin, J. H., & Masri, M. (2016a). Innovative Teaching in Higher Education: The Big Data Approach. The Turkish Online Journal of Educational Technology, 15(Special issue), 1210-1216.

      [60] Huda, M., Yusuf, J. B., Jasmi, K. A., & Nasir, G. A. (2016b). Understanding Comprehensive Learning Requirements in the Light of al-Zarnūjī’s Taʻlīm al-Mutaʻallim. Sage Open, 6(4), 1-14. https://doi.org/10.1177/2158244016670197.

      [61] Huda, M., Yusuf, J. B., Jasmi, K. A., & Zakaria, G. N. (2016c). Al-Zarnūjī's Concept of Knowledge ('ilm). SAGE Open, 6(3), 1-13. https://doi.org/10.1177/2158244016666885.

      [62] Huda, M., Jasmi, K. A., Mohamed, A. K., Wan Embong, W. H., & and Safar, J. (2016d). Philosophical Investigation of Al-Zarnuji's Ta'lim al-Muta'allim: Strengthening Ethical Engagement into Teaching and Learning. Social Science, 11(22), 5516-551.

      [63] Wulandari, Aminin, S., Dacholfany, M.I., Mujib, A., Huda, M., Nasir, B.M., Maseleno, A., Sundari, E., Fauzi, Masrur, M., Design of Library Application System. International Journal of Engineering and Technology (UAE) (In Press).

      [64] Susilowati, T., Teh, K.S.T., Nasir, B.M., Don, A.G.,Huda, M., Hensafitri, T., Maseleno, A., Oktafianto, Irawan, D. Learning Application of Lampung Language Based on Multimedia Software. International Journal of Engineering and Technology (UAE) (In Press).

      [65] Abadi, S., Teh, K.S.M., Nasir, B.M., Huda, M., Ivanova, N.L., Sari, T.I., Maseleno, A., Satria, F., Muslihudin, M. Application Model of K-Means Clustering Insights into Promotion Strategy of Vocational High School. International Journal of Engineering and Technology (UAE) (In Press).

      [66] Susilowati, T., Dacholfany, M.I., Aminin, S., Ikhwan, A., Nasir, B.M., Huda, M., Prasetyo, A., Maseleno, A., Satria, F., Hartanto, S., Wulandari. Getting Parents Involved in Child’s School: Using Attendance Application System Based on SMS Gateway. International Journal of Engineering and Technology (UAE) (In Press).

      [67] Aminudin, N., Huda, M., Ihwani, S.S., Noor, S.S.M., Basiron, B., Jasmi, K.A., Safar, J., Mohamed, A.K., Embong, W.H.W., Mohamad, A.M., Maseleno, A., Masrur, M., Trisnawati, Rohmadi, D. The Family Hope Program using AHP Method. International Journal of Engineering and Technology (UAE) (In Press).

      [68] Aminudin, N., Fauzi, Huda, M., Hehsan, A., Ripin, M.N., Haron, Z., Junaidi, J., Irviani, R., Muslihudin, M., Hidayat, S., Maseleno, A., Gumanti, M., Fauzi, A. Application Program Learning Based on Android for Students’ Experiences. International Journal of Engineering and Technology (UAE) (In Press).

      [69] Abadi, S., Teh, K.S.M., Huda, M., Hehsan, A., Ripin, M.N., Haron, Z., Muhamad, N.H.N., Rianto, R., Maseleno, A., Riki, Syarif. Design of student score application for assessing the most outstanding student at vocational high school. International Journal of Engineering and Technology (UAE) (In Press).

      [70] Aminudin, N., Huda, M., Kilani, A., Embong, W.H.W., Mohamed, A.M., Basiron, B., Ihwani, S.S., Noor, S.S.M., Jasmi, K.A., Safar, J., Ivanova, N.L., Maseleno, A., Triono, A., Nungsiati. Higher Education Selection using Simple Additive Weighting. International Journal of Engineering and Technology (UAE) (In Press).

      [71] Anggraeni, E.Y., Huda, M., Maseleno, A., Safar, J., Jasmi, K.A., Mohamed, A.K., Hehsan, A., Basiron, B., Ihwani, S.S., Embong, W.H.W., Mohamad, A.M., Noor, S.S.M., Fauzi, A., Wijaya, D.A., Masrur, M. Poverty Level grouping using SAW Method. International Journal of Engineering and Technology (UAE) (In Press).

      [72] Abadi, S., Huda, M., Jasmi, K.A., Noor, S.S.M., Safar, J., Mohamed, A.K., Embong, W.H.W., Mohamad, A.M., Hehsan, A., Basiron, B., Ihwani, S.S., Maseleno, A., Muslihudin, M., Satria, F., Irawan, D., Hartati, S. Determination of the Best Quail Eggs using Simple Additive Weighting. International Journal of Engineering and Technology (UAE) (In Press).

      [73] Abadi, S., Huda, M., Hehsan, A., Mohamad, A.M., Basiron, B., Ihwani, S.S., Jasmi, K.A., Safar, J., Mohamed, A.K., Embong, W.H.W., Noor, S.S.M., Brahmono, B., Maseleno, A., Fauzi, A., Aminudin, N., Gumanti, M. Design of online transaction model on traditional industry in order to increase turnover and benefits. International Journal of Engineering and Technology (UAE) (In Press).


 

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Article ID: 12047
 
DOI: 10.14419/ijet.v7i2.27.12047




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